lobster-debuggingSystematic debugging framework. 4-phase root-cause analysis with defense-in-depth. Never guess, never patch symptoms. From Claude Code + Superpowers.
Install via ClawdBot CLI:
clawdbot install wangxiaofei860208-source/lobster-debuggingGrade Limited — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated May 13, 2026
An online retailer faces intermittent checkout failures. Using Lobster Debugging, the team reproduces the issue, binary searches the checkout code, and discovers a race condition in payment processing. They fix the root cause, add integration tests, and implement a guard to prevent similar race conditions.
A fintech company encounters mismatched transaction records. By following the 4-phase process, they isolate the failure to a data conversion error in a recent deployment. They fix the conversion logic, add unit tests, and document the bug class to prevent recurrence.
A healthcare app users experience random logout loops. Applying Lobster Debugging, the team replaces fixed timeout waits with event-based session management, identifies a token refresh bug as the root cause, fixes it, and adds automated tests to prevent flaky sessions.
A SaaS provider faces sporadic API latency spikes. Using binary search, they pinpoint a misconfigured database connection pool. They fix the configuration, add monitoring alerts, and write a test that would have caught the degradation.
Offer a team of debugging experts as a managed service to clients, applying Lobster Debugging methodology to resolve critical bugs faster and reduce downtime.
Provide corporate training workshops and certification programs on systematic debugging, helping organizations build a culture of root-cause analysis.
Package Lobster Debugging as a plugin for AI coding assistants, sold via subscription on a plugin marketplace, enabling developers to invoke the process within their IDE.
💬 Integration Tip
Integrate Lobster Debugging as a step-by-step workflow in your CI/CD pipeline or AI agent, prompting engineers to follow the phases before deploying any fix.
Scored May 13, 2026
Control desktop applications on Windows — launch, close, focus, resize, move windows, simulate keyboard/mouse input, manage processes, control VSCode, read clipboard, and capture screen info. Use when the user wants to interact with any running program, switch windows, type text, press shortcuts, open files in VSCode, manage running processes, or get system display information.
Conduct rigorous, adversarial code reviews with zero tolerance for mediocrity. Use when users ask to "critically review" my code or a PR, "critique my code", "find issues in my code", or "what's wrong with this code". Identifies security holes, lazy patterns, edge case failures, and bad practices across Python, R, JavaScript/TypeScript, SQL, and front-end code. Scrutinizes error handling, type safety, performance, accessibility, and code quality. Provides structured feedback with severity tiers (Blocking, Required, Suggestions) and specific, actionable recommendations.
Coding style memory that adapts to your preferences, conventions, and patterns for consistent coding.
Pragmatic coding standards for writing clean, maintainable code — naming, functions, structure, anti-patterns, and pre-edit safety checks. Use when writing new code, refactoring existing code, reviewing code quality, or establishing coding standards.
Claude Code integration for OpenClaw. This skill provides interfaces to: - Query Claude Code documentation from https://code.claude.com/docs - Manage subagents and coding tasks - Execute AI-assisted coding workflows - Access best practices and common workflows Use this skill when users want to: - Get help with coding tasks - Query Claude Code documentation - Manage AI-assisted development workflows - Execute complex programming tasks
Plan, draft, version, and refine written content with enforced versioning and quality audits.